Which spatial interpolators I should use? A case study applying to marine species
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DOI: 10.1016/j.ecolmodel.2021.109501
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- Jin Li, 2017. "Assessing the accuracy of predictive models for numerical data: Not r nor r2, why not? Then what?," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-16, August.
- Marta Mega Rufino & Nicolas Bez & Anik Brind’Amour, 2018. "Integrating spatial indicators in the surveillance of exploited marine ecosystems," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-21, November.
- Tomislav Hengl & Gerard B M Heuvelink & Bas Kempen & Johan G B Leenaars & Markus G Walsh & Keith D Shepherd & Andrew Sila & Robert A MacMillan & Jorge Mendes de Jesus & Lulseged Tamene & Jérôme E Tond, 2015. "Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-26, June.
- Nicole H. Augustin & Verena M. Trenkel & Simon N. Wood & Pascal Lorance, 2013. "Space‐time modelling of blue ling for fisheries stock management," Environmetrics, John Wiley & Sons, Ltd., vol. 24(2), pages 109-119, March.
- Austin, Mike, 2007. "Species distribution models and ecological theory: A critical assessment and some possible new approaches," Ecological Modelling, Elsevier, vol. 200(1), pages 1-19.
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Keywords
Spatial interpolation; Geostatistics; Machine learning; Spatial distribution; SDM; Review;All these keywords.
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